# Snowflake Data Clean Rooms alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 130 of the 252 answers in the 1 category where Snowflake Data Clean Rooms holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/gtm/vendors/snowflake-data-clean-rooms/alternatives

## Named instead, most often (every category and segment added)

- Amazon Marketing Cloud: 10
- Google Ads Data Hub: 10
- Crossbeam: 8
- Decentriq: 7
- AWS Clean Rooms: 6
- LiveRamp Clean Room: 5

## Data clean rooms

**Small business**: 51 of 84 answers did not name Snowflake Data Clean Rooms (Snowflake Data Clean Rooms is #5 of 13 at 6%).

- Crossbeam: first choice in 7 of those 51
- AWS Clean Rooms: first choice in 6 of those 51
- Google Ads Data Hub: first choice in 6 of those 51
- Amazon Marketing Cloud: first choice in 5 of those 51
- Decentriq: first choice in 2 of those 51
- LiveRamp Clean Room: first choice in 2 of those 51
- Meta Advanced Analytics: first choice in 2 of those 51
- Proton Drive for Business: first choice in 2 of those 51

**Mid-market**: 40 of 84 answers did not name Snowflake Data Clean Rooms (Snowflake Data Clean Rooms is #1 of 11 at 27%).

- Amazon Marketing Cloud: first choice in 5 of those 40
- Google Ads Data Hub: first choice in 4 of those 40
- InfoSum: first choice in 2 of those 40
- LiveRamp Clean Room: first choice in 2 of those 40
- Meta Advanced Analytics: first choice in 2 of those 40
- Box: first choice in 1 of those 40
- Crossbeam: first choice in 1 of those 40
- DataMoon Clean Room: first choice in 1 of those 40

**Enterprise**: 39 of 84 answers did not name Snowflake Data Clean Rooms (Snowflake Data Clean Rooms is #1 of 11 at 52%).

- Decentriq: first choice in 5 of those 39
- InfoSum: first choice in 2 of those 39
- Microsoft Teams: first choice in 2 of those 39
- DataMoon Clean Room: first choice in 1 of those 39
- LiveRamp Clean Room: first choice in 1 of those 39
- Microsoft 365: first choice in 1 of those 39
- Nextcloud: first choice in 1 of those 39
- Omnisient: first choice in 1 of those 39

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.